Less is more: Selecting the right benchmarking set of data for time series classification.
Tome EftimovGasper PetelinGjorgjina CenikjAna KostovskaGordana IspirovaPeter KorosecJasmin BogatinovskiPublished in: Expert Syst. Appl. (2022)
Keyphrases
- input data
- data sets
- small number
- data collection
- data analysis
- high quality
- original data
- data distribution
- probability distribution
- computer systems
- statistical analysis
- database
- synthetic data
- raw data
- data sources
- user defined
- website
- data objects
- noisy data
- data quality
- highly correlated
- data processing
- image data
- prior knowledge
- data structure
- training data
- information systems
- knowledge discovery
- data points
- decision trees
- complex data
- web pages
- training dataset
- sample set